Area of research
Signal Processing · Computer Vision and Pattern Recognition
Research interest
Research focused on Artificial intelligence and Multimedia, with related work in Automatic summarization, Locality, Discriminative model. Notable publications include 'Leveraging multimodal information for event summarization and concept-level sentiment analysis', 'Constructing multilayer locality-constrained matrix regression framework for noise robust face super-resolution', and 'Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition'.
Graph-Based Video-Language Learning with Multi-Grained Audio-Visual Alignment
Variational Autoencoder with CCA for Audio–Visual Cross-modal Retrieval
Constructing multilayer locality-constrained matrix regression framework for noise robust face super-resolution
Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition
Leveraging multimodal information for event summarization and concept-level sentiment analysis
Automatic music soundtrack generation for outdoor videos from contextual sensor information